Attention-Map Augmentation for Hypercomplex Breast Cancer Classification

Attention-Map Augmentation for Hypercomplex Breast Cancer Classification

11 October 2023

Eleonora Lopez

Filippo Betello

Federico Carmignani

Eleonora Grassucci

Danilo Comminiello

Papers citing "Attention-Map Augmentation for Hypercomplex Breast Cancer Classification"

9 / 9 papers shown

Title
PHemoNet: A Multimodal Network for Physiological Signals Eleonora Lopez A. Uncini Danilo Comminiello 20 1 0 13 Sep 2024
Hierarchical Hypercomplex Network for Multimodal Emotion Recognition Eleonora Lopez A. Uncini Danilo Comminiello 26 2 0 13 Sep 2024
BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Yuxiang Yang Xinyi Zeng Pinxian Zeng Binyu Yan Xi Wu Jiliu Zhou Yan Wang OOD 29 1 0 30 Aug 2024
Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning Danilo Comminiello Eleonora Grassucci Danilo P. Mandic A. Uncini HAI AI4CE 31 2 0 11 May 2024
Towards Explaining Hypercomplex Neural Networks Eleonora Lopez Eleonora Grassucci D. Capriotti Danilo Comminiello 40 3 0 26 Mar 2024
Generalizing Medical Image Representations via Quaternion Wavelet Networks Luigi Sigillo Eleonora Grassucci A. Uncini Danilo Comminiello MedIm 25 5 0 16 Oct 2023
HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images Y. Mo Chu Han Yu Liu Min Liu Zhenwei Shi ... Zeyan Xu Xiaomei Huang Zaiyi Liu Ying Wang C. Liang ViT MedIm 27 50 0 17 May 2022
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang Yi Tay Shuai Zhang Alvin Chan A. Luu S. Hui Jie Fu MQ 176 83 0 17 Feb 2021
Quaternion Convolutional Neural Networks for Heterogeneous Image Processing Titouan Parcollet Mohamed Morchid G. Linarès 140 93 0 31 Oct 2018